2019
Automatic Classifiers as Scientific Instruments: One Step Further Away from Ground-Truth
ICML 2019oral
Automatic machine learning-based detectors of various psychological and social phenomena (e.g., emotion, stress, engagement) have great potential to advance basic science. However, when a detector d is trained to approximate an existing measurement tool (e.g., a questionnaire, observation protocol),…